Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior Correction

Robert A. Marsden, Mario Döbler, Bin Yang

Since distribution shifts are likely to occur during test-time and can drastically decrease the model's performance, online test-time adaptation (TTA) continues to update the model…